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Aws Bootstrap Skill

  • 1 repo stars
  • Updated July 2, 2026
  • promptromp/aws-bootstrap-g4dn

Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development

About

aws-bootstrap-skill is a Claude Code skill in the AI & Agent Building category. Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development

  • aws-bootstrap-skill
  • AI & Agent Building
  • AI-coding skill

Aws Bootstrap Skill by the numbers

  • Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin marketplace add promptromp/aws-bootstrap-g4dn
/plugin install aws-bootstrap-skill@aws-bootstrap-skill

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repo stars1
Last updatedJuly 2, 2026
Repositorypromptromp/aws-bootstrap-g4dn

What it does

Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development

README.md

aws-bootstrap-skill

A Claude Code plugin that provides a skill for provisioning and managing AWS EC2 GPU instances via the aws-bootstrap CLI. It enables LLM coding agents to autonomously launch, monitor, and tear down GPU instances for ML/CUDA development workflows.

Installation

From GitHub

Register this repository as a plugin marketplace, then install:

# Add the marketplace (one-time setup)
/plugin marketplace add promptromp/aws-bootstrap-g4dn

# Install the plugin
/plugin install aws-bootstrap-skill@promptromp-aws-bootstrap-g4dn

Local install (from repo checkout)

claude --plugin-dir ./aws-bootstrap-skill

Prerequisites

The aws-bootstrap CLI must be installed separately:

pip install aws-bootstrap-g4dn
# or
uv pip install aws-bootstrap-g4dn

You also need:

  • AWS credentials configured (AWS_PROFILE env var or --profile flag)
  • An SSH key pair (default: ~/.ssh/id_ed25519)

Usage

Once the plugin is loaded, Claude Code will automatically use the aws-bootstrap skill when you ask about GPU instances. Examples:

  • "Launch a GPU instance for me"
  • "What GPU instances are running?"
  • "Terminate all my GPU instances"
  • "Show me available g5 instance types"
  • "Clean up stale SSH entries and orphan EBS volumes"

The skill teaches Claude Code to use --output json for machine-readable output, handle spot pricing fallbacks, manage EBS data volumes, and clean up resources properly.

What's Included

  • SKILL.md -- Main skill with quick reference, common workflows, and error handling guidance
  • references/commands.md -- Full command reference with all options, defaults, and JSON output schemas

License

MIT -- see the main repository for details.

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